Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 7160 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.4 MiB |
| Average record size in memory | 648.0 B |
Variable types
| BOOL | 40 |
|---|---|
| CAT | 25 |
| NUM | 16 |
aa2 is highly correlated with aa | High correlation |
aa is highly correlated with aa2 | High correlation |
clearance is highly correlated with clearancecock | High correlation |
clearancecock is highly correlated with clearance | High correlation |
surg is highly correlated with procedure | High correlation |
procedure is highly correlated with surg | High correlation |
number has 6470 (90.4%) zeros | Zeros |
angorclasseccs has 5387 (75.2%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-30 21:06:05.102758 |
|---|---|
| Analysis finished | 2020-11-30 21:07:54.577478 |
| Duration | 1 minute and 49.47 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
es1
Real number (ℝ≥0)
| Distinct | 1971 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.357738991 |
|---|---|
| Minimum | 0.8810525718 |
| Maximum | 88.48248395 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0.8810525718 |
|---|---|
| 5-th percentile | 1.005392068 |
| Q1 | 2.08257992 |
| median | 4.446640765 |
| Q3 | 8.627906637 |
| 95-th percentile | 23.85991488 |
| Maximum | 88.48248395 |
| Range | 87.60143138 |
| Interquartile range (IQR) | 6.545326718 |
Descriptive statistics
| Standard deviation | 9.430859073 |
|---|---|
| Coefficient of variation (CV) | 1.281760482 |
| Kurtosis | 18.92366034 |
| Mean | 7.357738991 |
| Median Absolute Deviation (MAD) | 2.711523602 |
| Skewness | 3.733432062 |
| Sum | 52681.41118 |
| Variance | 88.94110285 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.505430961 | 357 | 5.0% | |
| 0.8810525718 | 292 | 4.1% | |
| 2.08257992 | 270 | 3.8% | |
| 4.648013684 | 169 | 2.4% | |
| 1.511351819 | 137 | 1.9% | |
| 1.333689624 | 76 | 1.1% | |
| 5.479038476 | 71 | 1.0% | |
| 3.999065565 | 67 | 0.9% | |
| 6.352257865 | 53 | 0.7% | |
| 1.683913851 | 51 | 0.7% | |
| Other values (1961) | 5617 | 78.4% |
| Value | Count | Frequency (%) | |
| 0.8810525718 | 292 | 4.1% | |
| 0.9411907096 | 41 | 0.6% | |
| 1.005392068 | 31 | 0.4% | |
| 1.073925311 | 34 | 0.5% | |
| 1.147076038 | 27 | 0.4% |
| Value | Count | Frequency (%) | |
| 88.48248395 | 1 | < 0.1% | |
| 86.37347894 | 1 | < 0.1% | |
| 85.88212753 | 1 | < 0.1% | |
| 84.87980462 | 1 | < 0.1% | |
| 84.47165145 | 1 | < 0.1% |
es2
Real number (ℝ≥0)
| Distinct | 4802 |
|---|---|
| Distinct (%) | 67.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.172159395 |
|---|---|
| Minimum | 0.49865156 |
| Maximum | 94.42075474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0.49865156 |
|---|---|
| 5-th percentile | 0.6691633775 |
| Q1 | 1.212628256 |
| median | 2.432048073 |
| Q3 | 5.054356684 |
| 95-th percentile | 18.17426679 |
| Maximum | 94.42075474 |
| Range | 93.92210318 |
| Interquartile range (IQR) | 3.841728428 |
Descriptive statistics
| Standard deviation | 9.079529069 |
|---|---|
| Coefficient of variation (CV) | 1.75546196 |
| Kurtosis | 28.79470349 |
| Mean | 5.172159395 |
| Median Absolute Deviation (MAD) | 1.481102758 |
| Skewness | 4.832278421 |
| Sum | 37032.66127 |
| Variance | 82.43784811 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.49865156 | 94 | 1.3% | |
| 0.6733049492 | 73 | 1.0% | |
| 0.6691633775 | 49 | 0.7% | |
| 0.8041374276 | 47 | 0.7% | |
| 0.580551453 | 40 | 0.6% | |
| 0.6820668878 | 34 | 0.5% | |
| 0.6743124659 | 34 | 0.5% | |
| 2.755068384 | 31 | 0.4% | |
| 0.5546841114 | 30 | 0.4% | |
| 3.308568087 | 30 | 0.4% | |
| Other values (4792) | 6698 | 93.5% |
| Value | Count | Frequency (%) | |
| 0.49865156 | 94 | 1.3% | |
| 0.5017431343 | 8 | 0.1% | |
| 0.5130028663 | 9 | 0.1% | |
| 0.5277650158 | 8 | 0.1% | |
| 0.5310361264 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94.42075474 | 1 | < 0.1% | |
| 91.69791611 | 1 | < 0.1% | |
| 89.31071088 | 1 | < 0.1% | |
| 85.78511071 | 1 | < 0.1% | |
| 85.6218252 | 1 | < 0.1% |
genderpat_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 4869 | 68.0% | |
| 1 | 2291 | 32.0% |
agepat
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.65726257 |
|---|---|
| Minimum | 18 |
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 55 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 83 |
| Maximum | 94 |
| Range | 76 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.11531798 |
|---|---|
| Coefficient of variation (CV) | 0.2217393179 |
| Kurtosis | 0.1595236355 |
| Mean | 63.65726257 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.6632493769 |
| Sum | 455786 |
| Variance | 199.2422018 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 62 | 220 | 3.1% | |
| 75 | 220 | 3.1% | |
| 68 | 215 | 3.0% | |
| 66 | 209 | 2.9% | |
| 70 | 206 | 2.9% | |
| 76 | 202 | 2.8% | |
| 67 | 202 | 2.8% | |
| 74 | 202 | 2.8% | |
| 65 | 200 | 2.8% | |
| 61 | 198 | 2.8% | |
| Other values (67) | 5086 | 71.0% |
| Value | Count | Frequency (%) | |
| 18 | 7 | 0.1% | |
| 19 | 8 | 0.1% | |
| 20 | 9 | 0.1% | |
| 21 | 9 | 0.1% | |
| 22 | 18 | 0.3% |
| Value | Count | Frequency (%) | |
| 94 | 1 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% | |
| 91 | 7 | 0.1% | |
| 90 | 11 | 0.2% |
smoker
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| past | |
| current | |
| unknown | 30 |
| Value | Count | Frequency (%) | |
| no | 3480 | 48.6% | |
| past | 2534 | 35.4% | |
| current | 1116 | 15.6% | |
| unknown | 30 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.508100559 |
| Min length | 2 |
arterial_hypertension
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| yes | |
|---|---|
| no |
| Value | Count | Frequency (%) | |
| yes | 4024 | 56.2% | |
| no | 3136 | 43.8% |
diabetes__status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| oral_therapy | |
| insulin |
| Value | Count | Frequency (%) | |
| no | 5348 | 74.7% | |
| oral_therapy | 1247 | 17.4% | |
| insulin | 565 | 7.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 12 |
|---|---|
| Median length | 2 |
| Mean length | 4.136173184 |
| Min length | 2 |
dyslipidemia
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| yes | |
|---|---|
| no |
| Value | Count | Frequency (%) | |
| yes | 3591 | 50.2% | |
| no | 3569 | 49.8% |
coronary_artery_disease
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| stable_angina | |
| non_stemi | |
| stemi |
| Value | Count | Frequency (%) | |
| no | 4424 | 61.8% | |
| stable_angina | 1279 | 17.9% | |
| non_stemi | 735 | 10.3% | |
| stemi | 722 | 10.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 2 |
| Mean length | 4.98603352 |
| Min length | 2 |
acs_different_
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| _less_than__7_d | |
|---|---|
| _less_than__90_d | 605 |
| _larger_than__90_d | 474 |
| Value | Count | Frequency (%) | |
| _less_than__7_d | 6081 | 84.9% | |
| _less_than__90_d | 605 | 8.4% | |
| _larger_than__90_d | 474 | 6.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 15.28310056 |
| Min length | 15 |
previousangioplasty
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 6297 | 87.9% | |
| yes | 863 | 12.1% |
recentmi_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6166 | 86.1% | |
| 1 | 994 | 13.9% |
previous_cardiac_surgery
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| valvular | 574 |
| cabg | 68 |
| others | 53 |
| combined | 30 |
| Value | Count | Frequency (%) | |
| no | 6435 | 89.9% | |
| valvular | 574 | 8.0% | |
| cabg | 68 | 0.9% | |
| others | 53 | 0.7% | |
| combined | 30 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 2 |
| Mean length | 2.554748603 |
| Min length | 2 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1272524071 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 6470 |
| Zeros (%) | 90.4% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4350660287 |
|---|---|
| Coefficient of variation (CV) | 3.418921801 |
| Kurtosis | 21.32680693 |
| Mean | 0.1272524071 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.195820158 |
| Sum | 911.1272346 |
| Variance | 0.1892824493 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 6470 | 90.4% | |
| 1 | 516 | 7.2% | |
| 2 | 131 | 1.8% | |
| 3 | 37 | 0.5% | |
| 4 | 3 | < 0.1% | |
| 5 | 2 | < 0.1% | |
| 0.1272346369 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 6470 | 90.4% | |
| 0.1272346369 | 1 | < 0.1% | |
| 1 | 516 | 7.2% | |
| 2 | 131 | 1.8% | |
| 3 | 37 | 0.5% |
| Value | Count | Frequency (%) | |
| 5 | 2 | < 0.1% | |
| 4 | 3 | < 0.1% | |
| 3 | 37 | 0.5% | |
| 2 | 131 | 1.8% | |
| 1 | 516 | 7.2% |
extracardiac_arteriopathy
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| carotid__larger_than_50_percent_ | 381 |
| lower_limbs | 337 |
| previous_vascular_surgery | 264 |
| Value | Count | Frequency (%) | |
| no | 6178 | 86.3% | |
| carotid__larger_than_50_percent_ | 381 | 5.3% | |
| lower_limbs | 337 | 4.7% | |
| previous_vascular_surgery | 264 | 3.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 32 |
|---|---|
| Median length | 2 |
| Mean length | 4.86801676 |
| Min length | 2 |
extracardiac_arteriopathy_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6178 | 86.3% | |
| 1 | 982 | 13.7% |
previous_cardiac_failure
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 6034 | 84.3% | |
| yes | 1126 | 15.7% |
previous_endocarditis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 224 |
| Value | Count | Frequency (%) | |
| no | 6936 | 96.9% | |
| yes | 224 | 3.1% |
previousembolicevent
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| stroke | 259 |
| peripheral | 101 |
| visceral | 47 |
| thrombosis | 15 |
| Value | Count | Frequency (%) | |
| no | 6738 | 94.1% | |
| stroke | 259 | 3.6% | |
| peripheral | 101 | 1.4% | |
| visceral | 47 | 0.7% | |
| thrombosis | 15 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 2 |
| Mean length | 2.313687151 |
| Min length | 2 |
previous_stroke
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| ischemic_stroke | 341 |
| tia | 199 |
| hemorragic_stroke | 62 |
| Value | Count | Frequency (%) | |
| no | 6558 | 91.6% | |
| ischemic_stroke | 341 | 4.8% | |
| tia | 199 | 2.8% | |
| hemorragic_stroke | 62 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 2 |
| Mean length | 2.776815642 |
| Min length | 2 |
neurologic_dysfunction
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 212 |
| Value | Count | Frequency (%) | |
| no | 6948 | 97.0% | |
| yes | 212 | 3.0% |
neurologic_dysfunction_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 212 |
| Value | Count | Frequency (%) | |
| 0 | 6948 | 97.0% | |
| 1 | 212 | 3.0% |
copd
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes_treated | 412 |
| untreaded | 282 |
| Value | Count | Frequency (%) | |
| no | 6466 | 90.3% | |
| yes_treated | 412 | 5.8% | |
| untreaded | 282 | 3.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 2.793575419 |
| Min length | 2 |
copdeurosc_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 412 |
| Value | Count | Frequency (%) | |
| 0 | 6748 | 94.2% | |
| 1 | 412 | 5.8% |
ulcer
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 309 |
| Value | Count | Frequency (%) | |
| no | 6851 | 95.7% | |
| yes | 309 | 4.3% |
neoplasia
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| _less_than_5years | 469 |
| no_metatstasis | 76 |
| metatstasis | 20 |
| Value | Count | Frequency (%) | |
| no | 6595 | 92.1% | |
| _less_than_5years | 469 | 6.6% | |
| no_metatstasis | 76 | 1.1% | |
| metatstasis | 20 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 2 |
| Mean length | 3.135055866 |
| Min length | 2 |
previousradiotherapy
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 136 |
| Value | Count | Frequency (%) | |
| no | 7024 | 98.1% | |
| yes | 136 | 1.9% |
cirrhosis
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| uncomplicated | 45 |
| pht | 30 |
| Value | Count | Frequency (%) | |
| no | 7085 | 99.0% | |
| uncomplicated | 45 | 0.6% | |
| pht | 30 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 2 |
| Mean length | 2.073324022 |
| Min length | 2 |
on_dialysis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 71 |
| Value | Count | Frequency (%) | |
| no | 7089 | 99.0% | |
| yes | 71 | 1.0% |
weight
Real number (ℝ≥0)
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.41323834 |
|---|---|
| Minimum | 32 |
| Maximum | 157 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 32 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 65 |
| median | 75 |
| Q3 | 85 |
| 95-th percentile | 101 |
| Maximum | 157 |
| Range | 125 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.00789338 |
|---|---|
| Coefficient of variation (CV) | 0.1990087379 |
| Kurtosis | 0.5612346099 |
| Mean | 75.41323834 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.4647559722 |
| Sum | 539958.7865 |
| Variance | 225.2368638 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 70 | 400 | 5.6% | |
| 80 | 395 | 5.5% | |
| 75 | 305 | 4.3% | |
| 60 | 236 | 3.3% | |
| 65 | 234 | 3.3% | |
| 85 | 211 | 2.9% | |
| 78 | 202 | 2.8% | |
| 90 | 194 | 2.7% | |
| 72 | 194 | 2.7% | |
| 68 | 187 | 2.6% | |
| Other values (94) | 4602 | 64.3% |
| Value | Count | Frequency (%) | |
| 32 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 35 | 2 | < 0.1% | |
| 36 | 2 | < 0.1% | |
| 37 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 157 | 1 | < 0.1% | |
| 155 | 1 | < 0.1% | |
| 140 | 2 | < 0.1% | |
| 136 | 2 | < 0.1% | |
| 133 | 2 | < 0.1% |
height
Real number (ℝ≥0)
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.4405544 |
|---|---|
| Minimum | 135 |
| Maximum | 205 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 153 |
| Q1 | 162 |
| median | 169 |
| Q3 | 175 |
| 95-th percentile | 183 |
| Maximum | 205 |
| Range | 70 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.442042055 |
|---|---|
| Coefficient of variation (CV) | 0.05605563393 |
| Kurtosis | 0.04720404379 |
| Mean | 168.4405544 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.001923729444 |
| Sum | 1206034.369 |
| Variance | 89.15215818 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 170 | 634 | 8.9% | |
| 160 | 462 | 6.5% | |
| 165 | 449 | 6.3% | |
| 175 | 385 | 5.4% | |
| 180 | 347 | 4.8% | |
| 172 | 312 | 4.4% | |
| 168 | 283 | 4.0% | |
| 173 | 269 | 3.8% | |
| 176 | 231 | 3.2% | |
| 169 | 226 | 3.2% | |
| Other values (56) | 3562 | 49.7% |
| Value | Count | Frequency (%) | |
| 135 | 2 | < 0.1% | |
| 140 | 12 | 0.2% | |
| 141 | 4 | 0.1% | |
| 142 | 6 | 0.1% | |
| 143 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 205 | 4 | 0.1% | |
| 204 | 1 | < 0.1% | |
| 202 | 1 | < 0.1% | |
| 200 | 2 | < 0.1% | |
| 199 | 3 | < 0.1% |
bmi
Real number (ℝ≥0)
| Distinct | 1934 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.52469675 |
|---|---|
| Minimum | 11.97954711 |
| Maximum | 50.21913806 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 11.97954711 |
|---|---|
| 5-th percentile | 19.81361719 |
| Q1 | 23.45679012 |
| median | 26.02461194 |
| Q3 | 29.06879615 |
| 95-th percentile | 34.79803646 |
| Maximum | 50.21913806 |
| Range | 38.23959094 |
| Interquartile range (IQR) | 5.612006027 |
Descriptive statistics
| Standard deviation | 4.60888587 |
|---|---|
| Coefficient of variation (CV) | 0.173758287 |
| Kurtosis | 1.195529988 |
| Mean | 26.52469675 |
| Median Absolute Deviation (MAD) | 2.799180093 |
| Skewness | 0.7142305474 |
| Sum | 189916.8287 |
| Variance | 21.24182897 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 24.22145329 | 55 | 0.8% | |
| 25.95155709 | 47 | 0.7% | |
| 27.6816609 | 46 | 0.6% | |
| 23.4375 | 40 | 0.6% | |
| 24.69135802 | 35 | 0.5% | |
| 25.71166208 | 35 | 0.5% | |
| 27.34375 | 34 | 0.5% | |
| 24.48979592 | 33 | 0.5% | |
| 27.54820937 | 29 | 0.4% | |
| 26.12244898 | 28 | 0.4% | |
| Other values (1924) | 6778 | 94.7% |
| Value | Count | Frequency (%) | |
| 11.97954711 | 1 | < 0.1% | |
| 13.42720279 | 1 | < 0.1% | |
| 13.59044995 | 1 | < 0.1% | |
| 14.42960616 | 1 | < 0.1% | |
| 14.60505497 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 50.21913806 | 1 | < 0.1% | |
| 49.6031746 | 1 | < 0.1% | |
| 48.48783695 | 1 | < 0.1% | |
| 48.45679012 | 1 | < 0.1% | |
| 47.83950617 | 1 | < 0.1% |
cardiac_rhythm
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| sinusal | |
|---|---|
| fa_ou_tsv |
| Value | Count | Frequency (%) | |
| sinusal | 6310 | 88.1% | |
| fa_ou_tsv | 850 | 11.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.237430168 |
| Min length | 7 |
nyhaclass
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 2789 | 39.0% | |
| 4 | 2161 | 30.2% | |
| 1 | 1538 | 21.5% | |
| 2 | 672 | 9.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5675977654 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 5387 |
| Zeros (%) | 75.2% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.051361716 |
|---|---|
| Coefficient of variation (CV) | 1.852300662 |
| Kurtosis | 1.065523578 |
| Mean | 0.5675977654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.56780124 |
| Sum | 4064 |
| Variance | 1.105361459 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5387 | 75.2% | |
| 2 | 1002 | 14.0% | |
| 3 | 502 | 7.0% | |
| 1 | 174 | 2.4% | |
| 4 | 95 | 1.3% |
| Value | Count | Frequency (%) | |
| 0 | 5387 | 75.2% | |
| 1 | 174 | 2.4% | |
| 2 | 1002 | 14.0% | |
| 3 | 502 | 7.0% | |
| 4 | 95 | 1.3% |
| Value | Count | Frequency (%) | |
| 4 | 95 | 1.3% | |
| 3 | 502 | 7.0% | |
| 2 | 1002 | 14.0% | |
| 1 | 174 | 2.4% | |
| 0 | 5387 | 75.2% |
cardiacfailure
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 379 |
| Value | Count | Frequency (%) | |
| no | 6781 | 94.7% | |
| yes | 379 | 5.3% |
activeendocarditis
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 321 |
| Value | Count | Frequency (%) | |
| no | 6839 | 95.5% | |
| yes | 321 | 4.5% |
activeendocarditis_b
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 321 |
| Value | Count | Frequency (%) | |
| 0 | 6839 | 95.5% | |
| 1 | 321 | 4.5% |
criticalpreoperativestate_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 218 |
| Value | Count | Frequency (%) | |
| 0 | 6942 | 97.0% | |
| 1 | 218 | 3.0% |
creatinine
Real number (ℝ≥0)
| Distinct | 319 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.8511706 |
|---|---|
| Minimum | 35 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 59 |
| Q1 | 75 |
| median | 88 |
| Q3 | 106 |
| 95-th percentile | 167 |
| Maximum | 999 |
| Range | 964 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 65.60877409 |
|---|---|
| Coefficient of variation (CV) | 0.6505504466 |
| Kurtosis | 70.10723991 |
| Mean | 100.8511706 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 7.145745288 |
| Sum | 722094.3817 |
| Variance | 4304.511238 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 85 | 150 | 2.1% | |
| 76 | 149 | 2.1% | |
| 88 | 149 | 2.1% | |
| 80 | 147 | 2.1% | |
| 75 | 144 | 2.0% | |
| 77 | 142 | 2.0% | |
| 82 | 138 | 1.9% | |
| 89 | 137 | 1.9% | |
| 86 | 136 | 1.9% | |
| 78 | 135 | 1.9% | |
| Other values (309) | 5733 | 80.1% |
| Value | Count | Frequency (%) | |
| 35 | 4 | 0.1% | |
| 37 | 2 | < 0.1% | |
| 38 | 1 | < 0.1% | |
| 39 | 2 | < 0.1% | |
| 40 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 4 | 0.1% | |
| 998 | 1 | < 0.1% | |
| 990 | 1 | < 0.1% | |
| 952 | 1 | < 0.1% | |
| 949 | 1 | < 0.1% |
| Distinct | 1432 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.1890056 |
|---|---|
| Minimum | 4.8 |
| Maximum | 262.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 4.8 |
|---|---|
| 5-th percentile | 31.195 |
| Q1 | 54.6 |
| median | 74.15 |
| Q3 | 95.8 |
| 95-th percentile | 134.6 |
| Maximum | 262.4 |
| Range | 257.6 |
| Interquartile range (IQR) | 41.2 |
Descriptive statistics
| Standard deviation | 32.12278539 |
|---|---|
| Coefficient of variation (CV) | 0.4161575232 |
| Kurtosis | 1.202322134 |
| Mean | 77.1890056 |
| Median Absolute Deviation (MAD) | 20.55 |
| Skewness | 0.7261806962 |
| Sum | 552673.2801 |
| Variance | 1031.873341 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 77.18650749 | 83 | 1.2% | |
| 88.5 | 20 | 0.3% | |
| 72.1 | 19 | 0.3% | |
| 73.4 | 18 | 0.3% | |
| 64.3 | 17 | 0.2% | |
| 47 | 17 | 0.2% | |
| 98.3 | 16 | 0.2% | |
| 76.9 | 16 | 0.2% | |
| 56.4 | 16 | 0.2% | |
| 57 | 16 | 0.2% | |
| Other values (1422) | 6922 | 96.7% |
| Value | Count | Frequency (%) | |
| 4.8 | 1 | < 0.1% | |
| 5.6 | 1 | < 0.1% | |
| 5.9 | 3 | < 0.1% | |
| 6.1 | 1 | < 0.1% | |
| 6.8 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 262.4 | 1 | < 0.1% | |
| 259.5 | 1 | < 0.1% | |
| 248.2 | 1 | < 0.1% | |
| 247.5 | 1 | < 0.1% | |
| 238.8 | 1 | < 0.1% |
lvef
Real number (ℝ≥0)
| Distinct | 73 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.82437087 |
|---|---|
| Minimum | 10 |
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 50 |
| median | 60 |
| Q3 | 66 |
| 95-th percentile | 75 |
| Maximum | 89 |
| Range | 79 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.97766587 |
|---|---|
| Coefficient of variation (CV) | 0.2071387148 |
| Kurtosis | 0.4715618029 |
| Mean | 57.82437087 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.6577950151 |
| Sum | 414022.4954 |
| Variance | 143.4644796 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 60 | 1442 | 20.1% | |
| 55 | 701 | 9.8% | |
| 70 | 656 | 9.2% | |
| 50 | 631 | 8.8% | |
| 65 | 440 | 6.1% | |
| 45 | 347 | 4.8% | |
| 40 | 241 | 3.4% | |
| 35 | 168 | 2.3% | |
| 30 | 153 | 2.1% | |
| 68 | 116 | 1.6% | |
| Other values (63) | 2265 | 31.6% |
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 20 | 41 | 0.6% |
| Value | Count | Frequency (%) | |
| 89 | 2 | < 0.1% | |
| 88 | 3 | < 0.1% | |
| 87 | 2 | < 0.1% | |
| 86 | 5 | 0.1% | |
| 85 | 6 | 0.1% |
papsyst
Real number (ℝ≥0)
| Distinct | 79 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.26595446 |
|---|---|
| Minimum | 10 |
| Maximum | 125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 40 |
| median | 42.26595446 |
| Q3 | 42.26595446 |
| 95-th percentile | 60 |
| Maximum | 125 |
| Range | 115 |
| Interquartile range (IQR) | 2.265954456 |
Descriptive statistics
| Standard deviation | 10.06598156 |
|---|---|
| Coefficient of variation (CV) | 0.2381581509 |
| Kurtosis | 6.712298828 |
| Mean | 42.26595446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.598280518 |
| Sum | 302624.2339 |
| Variance | 101.3239848 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 42.26595446 | 3603 | 50.3% | |
| 30 | 360 | 5.0% | |
| 40 | 354 | 4.9% | |
| 35 | 316 | 4.4% | |
| 45 | 281 | 3.9% | |
| 50 | 272 | 3.8% | |
| 25 | 229 | 3.2% | |
| 55 | 144 | 2.0% | |
| 60 | 142 | 2.0% | |
| 70 | 78 | 1.1% | |
| Other values (69) | 1381 | 19.3% |
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 15 | 5 | 0.1% | |
| 16 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 125 | 1 | < 0.1% | |
| 120 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 110 | 2 | < 0.1% | |
| 105 | 2 | < 0.1% |
lvefisotopic
Real number (ℝ≥0)
| Distinct | 73 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.26565144 |
|---|---|
| Minimum | 14 |
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 55.26565144 |
| Q1 | 55.26565144 |
| median | 55.26565144 |
| Q3 | 55.26565144 |
| 95-th percentile | 55.26565144 |
| Maximum | 91 |
| Range | 77 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.393408514 |
|---|---|
| Coefficient of variation (CV) | 0.07949618615 |
| Kurtosis | 28.66663966 |
| Mean | 55.26565144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.399613373 |
| Sum | 395702.0643 |
| Variance | 19.30203837 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 55.26565144 | 6569 | 91.7% | |
| 60 | 32 | 0.4% | |
| 55 | 31 | 0.4% | |
| 65 | 27 | 0.4% | |
| 50 | 27 | 0.4% | |
| 70 | 19 | 0.3% | |
| 64 | 19 | 0.3% | |
| 40 | 19 | 0.3% | |
| 69 | 16 | 0.2% | |
| 45 | 15 | 0.2% | |
| Other values (63) | 386 | 5.4% |
| Value | Count | Frequency (%) | |
| 14 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 18 | 1 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 20 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 91 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| 85 | 3 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 83 | 1 | < 0.1% |
coronaryarterydisease
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 3632 | 50.7% | |
| yes | 3528 | 49.3% |
valvulopathy
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| yes | |
|---|---|
| no |
| Value | Count | Frequency (%) | |
| yes | 4124 | 57.6% | |
| no | 3036 | 42.4% |
singlevalvulopathy
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| ao_stenosis | |
| org_mr | |
| aoi | |
| mitral_stenosis | 361 |
| Other values (2) | 75 |
| Value | Count | Frequency (%) | |
| no | 3673 | 51.3% | |
| ao_stenosis | 1743 | 24.3% | |
| org_mr | 794 | 11.1% | |
| aoi | 514 | 7.2% | |
| mitral_stenosis | 361 | 5.0% | |
| fctl_mr | 47 | 0.7% | |
| tricuspid | 28 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 2 |
| Mean length | 5.421927374 |
| Min length | 2 |
polyvalvulopathy
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 517 |
| Value | Count | Frequency (%) | |
| no | 6643 | 92.8% | |
| yes | 517 | 7.2% |
tricuspid
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 6434 | 89.9% | |
| yes | 726 | 10.1% |
etiology
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| degenerative_or_dystrophic | |
| rheumatic | |
| endocarditis | |
| congenital | 252 |
| Other values (2) | 192 |
| Value | Count | Frequency (%) | |
| no | 3548 | 49.6% | |
| degenerative_or_dystrophic | 2145 | 30.0% | |
| rheumatic | 660 | 9.2% | |
| endocarditis | 363 | 5.1% | |
| congenital | 252 | 3.5% | |
| others | 183 | 2.6% | |
| inflammatory | 9 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 26 |
|---|---|
| Median length | 6 |
| Mean length | 10.73854749 |
| Min length | 2 |
redo_a
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| autre | 162 |
| mitral_valve_repair_failure | 123 |
| bioproth_dot__failure | 112 |
| endocarditis | 75 |
| Other values (3) | 86 |
| Value | Count | Frequency (%) | |
| no | 6602 | 92.2% | |
| autre | 162 | 2.3% | |
| mitral_valve_repair_failure | 123 | 1.7% | |
| bioproth_dot__failure | 112 | 1.6% | |
| endocarditis | 75 | 1.0% | |
| prosthetic_valve_thrombosis | 52 | 0.7% | |
| cabg | 28 | 0.4% | |
| yes | 6 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 27 |
|---|---|
| Median length | 2 |
| Mean length | 3.08952514 |
| Min length | 2 |
ascendingaorta
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| aneurysm | 447 |
| dissection | 150 |
| Value | Count | Frequency (%) | |
| no | 6563 | 91.7% | |
| aneurysm | 447 | 6.2% | |
| dissection | 150 | 2.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 2 |
| Mean length | 2.542178771 |
| Min length | 2 |
congenitalheartdisease
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 90 |
| Value | Count | Frequency (%) | |
| no | 7070 | 98.7% | |
| yes | 90 | 1.3% |
others
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| others | 85 |
| tumor | 62 |
| pericarditis | 18 |
| dissection_type_b | 4 |
| Other values (2) | 2 |
| Value | Count | Frequency (%) | |
| no | 6989 | 97.6% | |
| others | 85 | 1.2% | |
| tumor | 62 | 0.9% | |
| pericarditis | 18 | 0.3% | |
| dissection_type_b | 4 | 0.1% | |
| dissection | 1 | < 0.1% | |
| transplantation | 1 | < 0.1% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 2 |
| Mean length | 2.109916201 |
| Min length | 2 |
urgency
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes | 409 |
| Value | Count | Frequency (%) | |
| no | 6751 | 94.3% | |
| yes | 409 | 5.7% |
urgency_a
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 409 |
| Value | Count | Frequency (%) | |
| 0 | 6751 | 94.3% | |
| 1 | 409 | 5.7% |
valvularsurgery
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| yes | |
|---|---|
| no |
| Value | Count | Frequency (%) | |
| yes | 4134 | 57.7% | |
| no | 3026 | 42.3% |
aortic
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| bioprosthesis | |
| mechanical | |
| valve_repair | 19 |
| homograft | 15 |
| Value | Count | Frequency (%) | |
| no | 4400 | 61.5% | |
| bioprosthesis | 1728 | 24.1% | |
| mechanical | 997 | 13.9% | |
| valve_repair | 19 | 0.3% | |
| homograft | 15 | 0.2% | |
| autogreffe | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 13 |
|---|---|
| Median length | 2 |
| Mean length | 5.81103352 |
| Min length | 2 |
mitral
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| mechanical | |
| bioprosthesis | |
| valve_repair | 478 |
| Value | Count | Frequency (%) | |
| no | 5464 | 76.3% | |
| mechanical | 662 | 9.2% | |
| bioprosthesis | 556 | 7.8% | |
| valve_repair | 478 | 6.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 2 |
| Mean length | 4.261452514 |
| Min length | 2 |
triscupid
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| valve_repair | |
| bioprosthesis | 75 |
| mechanical | 3 |
| homograft | 3 |
| Value | Count | Frequency (%) | |
| no | 6313 | 88.2% | |
| valve_repair | 766 | 10.7% | |
| bioprosthesis | 75 | 1.0% | |
| mechanical | 3 | < 0.1% | |
| homograft | 3 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 2 |
| Mean length | 3.191340782 |
| Min length | 2 |
cabg
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 3738 | 52.2% | |
| yes | 3422 | 47.8% |
ascendingaortasurgery
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| bentall_mec | 210 |
| ascending_aorta | 156 |
| ascending_plus_aortic__valve | 102 |
| ascending_aorta_plus_aortic_valve_repair | 89 |
| Other values (10) | 144 |
| Value | Count | Frequency (%) | |
| no | 6459 | 90.2% | |
| bentall_mec | 210 | 2.9% | |
| ascending_aorta | 156 | 2.2% | |
| ascending_plus_aortic__valve | 102 | 1.4% | |
| ascending_aorta_plus_aortic_valve_repair | 89 | 1.2% | |
| bentall_bio | 74 | 1.0% | |
| ascending_and_arch | 49 | 0.7% | |
| bentall_bio_plus_pac | 5 | 0.1% | |
| ascending_aorta_less_cabg | 5 | 0.1% | |
| ascending_aorta_less_valve_repair | 5 | 0.1% | |
| Other values (5) | 6 | 0.1% |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 40 |
|---|---|
| Median length | 2 |
| Mean length | 3.662988827 |
| Min length | 2 |
others_dot_1
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| no | |
|---|---|
| others | 215 |
| tumor | 63 |
| congenital | 30 |
| myomectomy | 27 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| no | 6822 | 95.3% | |
| others | 215 | 3.0% | |
| tumor | 63 | 0.9% | |
| congenital | 30 | 0.4% | |
| myomectomy | 27 | 0.4% | |
| pof | 2 | < 0.1% | |
| af | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 2 |
| Mean length | 2.21047486 |
| Min length | 2 |
weightofproc
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| isolated_cabg | |
|---|---|
| single_non_cabg | |
| 2_procedures | |
| 3_procedures |
| Value | Count | Frequency (%) | |
| isolated_cabg | 2648 | 37.0% | |
| single_non_cabg | 2295 | 32.1% | |
| 2_procedures | 1527 | 21.3% | |
| 3_procedures | 690 | 9.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 13.33142458 |
| Min length | 12 |
intrahospitaldeath
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 406 |
| Value | Count | Frequency (%) | |
| 0 | 6754 | 94.3% | |
| 1 | 406 | 5.7% |
d30death
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 327 |
| Value | Count | Frequency (%) | |
| 0 | 6833 | 95.4% | |
| 1 | 327 | 4.6% |
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.465782123 |
|---|---|
| Minimum | 1 |
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 17 |
| 95-th percentile | 25 |
| Maximum | 36 |
| Range | 35 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.628943721 |
|---|---|
| Coefficient of variation (CV) | 0.9115933167 |
| Kurtosis | -0.849319264 |
| Mean | 9.465782123 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.6291229964 |
| Sum | 67775 |
| Variance | 74.45866973 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 34.4% | |
| 4 | 220 | 3.1% | |
| 17 | 220 | 3.1% | |
| 10 | 215 | 3.0% | |
| 8 | 209 | 2.9% | |
| 12 | 206 | 2.9% | |
| 18 | 202 | 2.8% | |
| 9 | 202 | 2.8% | |
| 16 | 202 | 2.8% | |
| 7 | 200 | 2.8% | |
| Other values (26) | 2824 | 39.4% |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 34.4% | |
| 2 | 178 | 2.5% | |
| 3 | 198 | 2.8% | |
| 4 | 220 | 3.1% | |
| 5 | 186 | 2.6% |
| Value | Count | Frequency (%) | |
| 36 | 1 | < 0.1% | |
| 35 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 33 | 7 | 0.1% | |
| 32 | 11 | 0.2% |
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.809357542 |
|---|---|
| Minimum | 1 |
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 6 |
| Q3 | 16 |
| 95-th percentile | 24 |
| Maximum | 35 |
| Range | 34 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.298563172 |
|---|---|
| Coefficient of variation (CV) | 0.9420168421 |
| Kurtosis | -0.7587018286 |
| Mean | 8.809357542 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.6976244753 |
| Sum | 63075 |
| Variance | 68.86615073 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 2638 | 36.8% | |
| 16 | 220 | 3.1% | |
| 3 | 220 | 3.1% | |
| 9 | 215 | 3.0% | |
| 7 | 209 | 2.9% | |
| 11 | 206 | 2.9% | |
| 8 | 202 | 2.8% | |
| 15 | 202 | 2.8% | |
| 17 | 202 | 2.8% | |
| 6 | 200 | 2.8% | |
| Other values (25) | 2646 | 37.0% |
| Value | Count | Frequency (%) | |
| 1 | 2638 | 36.8% | |
| 2 | 198 | 2.8% | |
| 3 | 220 | 3.1% | |
| 4 | 186 | 2.6% | |
| 5 | 179 | 2.5% |
| Value | Count | Frequency (%) | |
| 35 | 1 | < 0.1% | |
| 34 | 1 | < 0.1% | |
| 33 | 1 | < 0.1% | |
| 32 | 7 | 0.1% | |
| 31 | 11 | 0.2% |
redo
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6471 | 90.4% | |
| 1 | 689 | 9.6% |
mi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5703 | 79.7% | |
| 1 | 1457 | 20.3% |
delaimi
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 1 | |
|---|---|
| 0 | 474 |
| Value | Count | Frequency (%) | |
| 1 | 6686 | 93.4% | |
| 0 | 474 | 6.6% |
renalimpairment
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 219 |
| Value | Count | Frequency (%) | |
| 0 | 6941 | 96.9% | |
| 1 | 219 | 3.1% |
ua
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 95 |
| Value | Count | Frequency (%) | |
| 0 | 7065 | 98.7% | |
| 1 | 95 | 1.3% |
pulmonaryhypertension
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 333 |
| Value | Count | Frequency (%) | |
| 0 | 6827 | 95.3% | |
| 1 | 333 | 4.7% |
lv1
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 133 |
| Value | Count | Frequency (%) | |
| 0 | 7027 | 98.1% | |
| 1 | 133 | 1.9% |
lv2
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6008 | 83.9% | |
| 1 | 1152 | 16.1% |
surgerythoracicaorta
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6459 | 90.2% | |
| 1 | 701 | 9.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 4512 | 63.0% | |
| 0 | 2648 | 37.0% |
diabetesoninsulin
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 KiB |
| 0 | |
|---|---|
| 1 | 565 |
| Value | Count | Frequency (%) | |
| 0 | 6595 | 92.1% | |
| 1 | 565 | 7.9% |
| Distinct | 6507 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.18838315 |
|---|---|
| Minimum | 5.551 |
| Maximum | 262.728 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 55.9 KiB |
Quantile statistics
| Minimum | 5.551 |
|---|---|
| 5-th percentile | 30.88606047 |
| Q1 | 54.43321646 |
| median | 73.90337954 |
| Q3 | 96.06110039 |
| 95-th percentile | 134.8787852 |
| Maximum | 262.728 |
| Range | 257.177 |
| Interquartile range (IQR) | 41.62788392 |
Descriptive statistics
| Standard deviation | 32.28511673 |
|---|---|
| Coefficient of variation (CV) | 0.4182639331 |
| Kurtosis | 1.16818266 |
| Mean | 77.18838315 |
| Median Absolute Deviation (MAD) | 20.72208338 |
| Skewness | 0.7246150068 |
| Sum | 552668.8234 |
| Variance | 1042.328762 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 77.18585061 | 31 | 0.4% | |
| 92.25 | 11 | 0.2% | |
| 88.56 | 11 | 0.2% | |
| 108.24 | 10 | 0.1% | |
| 103.32 | 9 | 0.1% | |
| 98.4 | 8 | 0.1% | |
| 94.71 | 8 | 0.1% | |
| 46.8 | 6 | 0.1% | |
| 102.09 | 6 | 0.1% | |
| 110.7 | 6 | 0.1% | |
| Other values (6497) | 7054 | 98.5% |
| Value | Count | Frequency (%) | |
| 5.551 | 1 | < 0.1% | |
| 5.85755511 | 1 | < 0.1% | |
| 5.858530806 | 1 | < 0.1% | |
| 5.939459459 | 1 | < 0.1% | |
| 6.060314136 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 262.728 | 1 | < 0.1% | |
| 259.8061224 | 1 | < 0.1% | |
| 248.46 | 1 | < 0.1% | |
| 247.8222222 | 1 | < 0.1% | |
| 239.0885714 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| es1 | es2 | genderpat_a | agepat | smoker | arterial_hypertension | diabetes__status | dyslipidemia | coronary_artery_disease | acs_different_ | previousangioplasty | recentmi_a | previous_cardiac_surgery | number | extracardiac_arteriopathy | extracardiac_arteriopathy_a | previous_cardiac_failure | previous_endocarditis | previousembolicevent | previous_stroke | neurologic_dysfunction | neurologic_dysfunction_a | copd | copdeurosc_a | ulcer | neoplasia | previousradiotherapy | cirrhosis | on_dialysis | weight | height | bmi | cardiac_rhythm | nyhaclass | angorclasseccs | cardiacfailure | activeendocarditis | activeendocarditis_b | criticalpreoperativestate_a | creatinine | clearancecock | lvef | papsyst | lvefisotopic | coronaryarterydisease | valvulopathy | singlevalvulopathy | polyvalvulopathy | tricuspid | etiology | redo_a | ascendingaorta | congenitalheartdisease | others | urgency | urgency_a | valvularsurgery | aortic | mitral | triscupid | cabg | ascendingaortasurgery | others_dot_1 | weightofproc | intrahospitaldeath | d30death | aa | aa2 | redo | mi | delaimi | renalimpairment | ua | pulmonaryhypertension | lv1 | lv2 | surgerythoracicaorta | procedure | diabetesoninsulin | clearance | surg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4.250268 | 1.237539 | 0 | 75 | past | yes | oral_therapy | yes | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | untreaded | 0 | no | no_metatstasis | no | no | no | 91.0 | 180.0 | 28.086420 | sinusal | 1 | 0 | no | no | 0 | 0 | 119.0 | 61.1 | 52.0 | 40.000000 | 57.000000 | no | yes | ao_stenosis | no | no | degenerative_or_dystrophic | no | no | no | no | no | 0 | yes | bioprosthesis | no | no | no | no | no | single_non_cabg | 0 | 0 | 17 | 16 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 61.138235 | 1 |
| 1 | 40.512347 | 22.124230 | 0 | 67 | no | yes | oral_therapy | no | non_stemi | _larger_than__90_d | no | 0 | valvular | 1.0 | no | 0 | no | no | no | hemorragic_stroke | no | 0 | no | 0 | no | no | no | no | no | 85.0 | 175.0 | 27.755102 | sinusal | 3 | 0 | no | yes | 1 | 0 | 72.0 | 105.9 | 68.0 | 38.000000 | 55.265651 | no | yes | aoi | no | no | endocarditis | endocarditis | no | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 0 | 0 | 9 | 8 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 106.002083 | 1 |
| 2 | 11.695322 | 12.590731 | 0 | 74 | past | yes | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 74.0 | 177.0 | 23.620288 | sinusal | 3 | 2 | no | no | 0 | 0 | 131.0 | 45.8 | 72.0 | 40.000000 | 55.265651 | no | no | no | no | no | no | no | aneurysm | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 1 | 1 | 16 | 15 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 45.857405 | 1 |
| 3 | 8.155408 | 4.889382 | 0 | 68 | past | yes | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | tia | no | 0 | no | 0 | no | no | no | no | no | 72.0 | 186.0 | 20.811655 | sinusal | 3 | 0 | no | no | 0 | 0 | 73.0 | 87.2 | 67.0 | 35.000000 | 55.265651 | no | yes | no | no | no | others | no | aneurysm | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 0 | 0 | 10 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 87.346849 | 1 |
| 4 | 8.155408 | 5.502809 | 0 | 68 | past | no | oral_therapy | yes | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | _less_than_5years | yes | no | no | 64.0 | 169.0 | 22.408179 | sinusal | 3 | 0 | no | no | 0 | 0 | 88.0 | 64.3 | 55.0 | 25.000000 | 55.265651 | no | yes | aoi | no | no | congenital | no | aneurysm | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 0 | 0 | 10 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 64.407273 | 1 |
| 5 | 4.648014 | 4.430013 | 0 | 56 | no | no | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 64.0 | 173.0 | 21.383942 | sinusal | 3 | 0 | no | no | 0 | 0 | 102.0 | 64.7 | 60.0 | 42.265954 | 55.265651 | no | yes | ao_stenosis | no | no | degenerative_or_dystrophic | no | aneurysm | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 64.828235 | 1 |
| 6 | 4.648014 | 3.308568 | 0 | 25 | no | no | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 60.0 | 167.0 | 21.513859 | sinusal | 3 | 0 | no | no | 0 | 0 | 94.0 | 90.2 | 60.0 | 25.000000 | 55.265651 | no | yes | no | no | no | congenital | no | aneurysm | yes | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio | others | 3_procedures | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 90.287234 | 1 |
| 7 | 12.694080 | 17.946738 | 0 | 68 | past | yes | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | yes | no | no | no | 0 | yes_treated | 1 | no | no | no | no | no | 61.0 | 167.0 | 21.872423 | sinusal | 4 | 0 | no | no | 0 | 0 | 118.0 | 45.7 | 50.0 | 42.265954 | 55.265651 | no | yes | aoi | no | no | degenerative_or_dystrophic | no | aneurysm | no | no | no | 0 | yes | bioprosthesis | no | no | no | bentall_bio_plus_fop | others | 3_procedures | 0 | 0 | 10 | 9 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 45.781017 | 1 |
| 8 | 21.268623 | 15.390011 | 0 | 74 | no | no | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 74.0 | 170.0 | 25.605536 | sinusal | 4 | 0 | no | no | 0 | 0 | 112.0 | 53.6 | 55.0 | 42.265954 | 55.265651 | yes | no | no | no | no | no | no | dissection | no | no | yes | 1 | yes | bioprosthesis | no | no | yes | bentall_bio_plus_pac | others | 3_procedures | 1 | 1 | 16 | 15 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 53.636786 | 1 |
| 9 | 5.275674 | 4.552333 | 0 | 61 | current | no | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 83.0 | 174.0 | 27.414454 | sinusal | 3 | 0 | no | no | 0 | 0 | 102.0 | 79.0 | 60.0 | 42.265954 | 65.000000 | no | yes | aoi | no | no | no | no | aneurysm | yes | others | no | 0 | yes | mechanical | no | no | no | bentall_mec | others | 3_procedures | 0 | 0 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 79.069706 | 1 |
Last rows
| es1 | es2 | genderpat_a | agepat | smoker | arterial_hypertension | diabetes__status | dyslipidemia | coronary_artery_disease | acs_different_ | previousangioplasty | recentmi_a | previous_cardiac_surgery | number | extracardiac_arteriopathy | extracardiac_arteriopathy_a | previous_cardiac_failure | previous_endocarditis | previousembolicevent | previous_stroke | neurologic_dysfunction | neurologic_dysfunction_a | copd | copdeurosc_a | ulcer | neoplasia | previousradiotherapy | cirrhosis | on_dialysis | weight | height | bmi | cardiac_rhythm | nyhaclass | angorclasseccs | cardiacfailure | activeendocarditis | activeendocarditis_b | criticalpreoperativestate_a | creatinine | clearancecock | lvef | papsyst | lvefisotopic | coronaryarterydisease | valvulopathy | singlevalvulopathy | polyvalvulopathy | tricuspid | etiology | redo_a | ascendingaorta | congenitalheartdisease | others | urgency | urgency_a | valvularsurgery | aortic | mitral | triscupid | cabg | ascendingaortasurgery | others_dot_1 | weightofproc | intrahospitaldeath | d30death | aa | aa2 | redo | mi | delaimi | renalimpairment | ua | pulmonaryhypertension | lv1 | lv2 | surgerythoracicaorta | procedure | diabetesoninsulin | clearance | surg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7150 | 4.286593 | 2.724217 | 0 | 57 | past | no | no | yes | no | _less_than__7_d | yes | 0 | no | 0.0 | lower_limbs | 1 | yes | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 70.0 | 170.0 | 24.221453 | sinusal | 4 | 0 | no | no | 0 | 0 | 94.0 | 75.9 | 40.0 | 42.265954 | 45.000000 | yes | no | no | no | no | no | no | no | no | pericarditis | no | 0 | no | no | no | no | no | no | others | single_non_cabg | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 76.024468 | 2 |
| 7151 | 1.505431 | 1.640286 | 0 | 50 | no | yes | insulin | yes | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | yes | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 114.0 | 176.0 | 36.802686 | sinusal | 3 | 0 | no | no | 0 | 0 | 148.0 | 85.2 | 78.0 | 42.265954 | 74.000000 | no | yes | ao_stenosis | no | no | degenerative_or_dystrophic | no | no | no | pericarditis | no | 0 | yes | mechanical | no | no | no | no | others | 2_procedures | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 85.268919 | 1 |
| 7152 | 3.837050 | 5.165886 | 0 | 66 | no | no | no | yes | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | yes | no | no | ischemic_stroke | no | 0 | yes_treated | 1 | yes | no | no | no | no | 88.0 | 171.0 | 30.094730 | sinusal | 4 | 0 | no | no | 0 | 0 | 84.0 | 95.2 | 50.0 | 33.000000 | 55.265651 | no | yes | org_mr | no | yes | no | no | no | no | pericarditis | no | 0 | yes | no | bioprosthesis | valve_repair | no | no | others | 3_procedures | 1 | 1 | 8 | 7 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 95.354286 | 1 |
| 7153 | 1.505431 | 6.147625 | 0 | 43 | no | yes | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | yes | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 55.0 | 171.0 | 18.809206 | fa_ou_tsv | 4 | 0 | no | no | 0 | 0 | 138.0 | 47.5 | 63.0 | 46.000000 | 55.265651 | no | yes | org_mr | no | no | degenerative_or_dystrophic | no | no | no | no | no | 0 | yes | no | mechanical | valve_repair | no | no | others | 3_procedures | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 47.551087 | 1 |
| 7154 | 13.792281 | 10.043518 | 0 | 71 | current | yes | oral_therapy | yes | non_stemi | _less_than__90_d | yes | 1 | cabg | 1.0 | no | 0 | yes | no | no | no | no | 0 | untreaded | 0 | no | no | no | no | no | 66.0 | 166.0 | 23.951227 | sinusal | 2 | 3 | no | no | 0 | 0 | 178.0 | 31.4 | 55.0 | 42.265954 | 55.265651 | yes | no | no | no | no | no | cabg | no | no | no | no | 0 | no | no | no | no | yes | no | others | 2_procedures | 0 | 0 | 13 | 12 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 31.468652 | 2 |
| 7155 | 4.250268 | 1.464295 | 0 | 75 | no | yes | oral_therapy | yes | stable_angina | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | no | 0 | no | _less_than_5years | no | no | no | 83.0 | 172.0 | 28.055706 | sinusal | 2 | 2 | no | no | 0 | 0 | 75.0 | 88.4 | 70.0 | 42.265954 | 55.265651 | yes | no | no | no | no | no | no | no | no | pericarditis | no | 0 | no | no | no | no | yes | no | others | 2_procedures | 0 | 0 | 17 | 16 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 88.478000 | 2 |
| 7156 | 7.542833 | 5.017429 | 0 | 68 | past | yes | oral_therapy | yes | stemi | _larger_than__90_d | no | 0 | no | 0.0 | previous_vascular_surgery | 1 | no | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 87.0 | 174.0 | 28.735632 | sinusal | 1 | 0 | no | no | 0 | 0 | 108.0 | 71.3 | 35.0 | 42.265954 | 55.265651 | yes | yes | tricuspid | no | no | degenerative_or_dystrophic | no | no | no | no | no | 0 | yes | no | no | valve_repair | yes | no | others | 3_procedures | 0 | 0 | 10 | 9 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 71.340000 | 1 |
| 7157 | 2.441623 | 1.054651 | 0 | 58 | current | no | no | no | no | _less_than__7_d | no | 0 | no | 0.0 | no | 0 | no | no | no | no | no | 0 | yes_treated | 1 | no | no | no | no | no | 80.0 | 166.0 | 29.031790 | sinusal | 4 | 0 | no | no | 0 | 0 | 79.0 | 102.0 | 65.0 | 42.265954 | 55.265651 | no | no | no | no | no | no | no | no | no | pericarditis | no | 0 | no | no | no | no | no | no | others | single_non_cabg | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 102.136709 | 2 |
| 7158 | 3.999066 | 5.941663 | 0 | 56 | past | no | no | no | no | _less_than__7_d | no | 0 | valvular | 2.0 | no | 0 | yes | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 75.0 | 169.0 | 26.259585 | fa_ou_tsv | 4 | 0 | no | no | 0 | 0 | 124.0 | 62.4 | 62.0 | 42.265954 | 55.265651 | no | yes | tricuspid | no | yes | rheumatic | autre | no | no | no | no | 0 | yes | no | no | bioprosthesis | no | no | others | 2_procedures | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 62.491935 | 1 |
| 7159 | 23.540461 | 46.144126 | 0 | 23 | no | no | no | no | no | _less_than__7_d | no | 0 | valvular | 1.0 | no | 0 | yes | no | no | no | no | 0 | no | 0 | no | no | no | no | no | 90.0 | 192.0 | 24.414062 | sinusal | 4 | 0 | no | no | 0 | 1 | 113.0 | 114.5 | 10.0 | 58.000000 | 55.265651 | no | no | no | no | no | no | autre | no | no | transplantation | no | 0 | no | no | no | no | no | no | others | single_non_cabg | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 114.618584 | 2 |